tapnet
opendr
| tapnet | opendr | |
|---|---|---|
| 3 | 3 | |
| 1,058 | 605 | |
| 3.7% | 1.3% | |
| 8.2 | 8.6 | |
| 17 days ago | 3 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tapnet
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Meta AI releases CoTracker, a model for tracking any points (pixels) on a video
Neat. It's mentioned on Facebook's page, but here Google's version of point tracking: https://deepmind-tapir.github.io
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Meet TAP-Vid: A Dataset of Videos Along With Point Tracks, Either Manually Annotated or Obtained From A Simulator
Quick Read: https://www.marktechpost.com/2022/11/26/meet-tap-vid-a-dataset-of-videos-along-with-point-tracks-either-manually-annotated-or-obtained-from-a-simulator/ Paper: https://arxiv.org/pdf/2211.03726.pdf Github link: https://github.com/deepmind/tapnet
- Tap-Vid: A Benchmark for Tracking Any Point in a Video
opendr
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[D] Version 2.1 of the Open Deep Learning Toolkit for Robotics is already available!
You can download the toolkit here: - GitHub: https://github.com/opendr-eu/opendr - pip: https://pypi.org/project/opendr-toolkit/ - Docker Hub: https://hub.docker.com/r/opendr/opendr-toolkit/tags
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[D] The Open Deep Learning Toolkit for Robotics v2.0 was just released
You can download the toolkit through GitHub, pip, and Docker Hub!
You can download it here: https://github.com/opendr-eu/opendr
What are some alternatives?
co-tracker - CoTracker is a model for tracking any point (pixel) on a video.
dreamerv2 - Mastering Atari with Discrete World Models
omnimotion
dreamer - Dream to Control: Learning Behaviors by Latent Imagination
ModelNet40-C - Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
habitat-lab - A modular high-level library to train embodied AI agents across a variety of tasks and environments.
Ghost-DeblurGAN - This is a lightweight GAN developed for real-time deblurring. The model has a super tiny size and a rapid inference time. The motivation is to boost marker detection in robotic applications, however, you may use it for other applications definitely.
LFattNet - Attention-based View Selection Networks for Light-field Disparity Estimation
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
DPL - [NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.